Models / gradient-boosted-ensemble

Undercut Threat

P(an undercut attempt against the car ahead succeeds), when in range.

gradient-boosted-ensembleanalytics.strategy

How it works

Scores undercut viability from the gap to the car ahead, both cars' tyre states, pit-loss at the circuit, and pace deltas. Present on the payload only when the car ahead is within the strategic gap threshold.

Inputs

  • gap to car ahead
  • both tyre states
  • circuit pit loss
  • pace deltas

Output

drivers[].threat.undercut.pSuccessCalibrated success probability.
drivers[].threat.undercut.viableWhether the window is open at all.
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